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I’m building an automated voice-based ordering system for a small business, where the entire workflow is managed through callin.io.
When a customer calls the business, a voice AI agent will:
- Handle the call and generate a transcript of the conversation
- callin.io will then:
- Extract the customer’s requested items from the transcript
- Detect quantities (e.g., “2 of X, 1 of Y”)
- The system should:
- Match those spoken items to a product database by product ID
- Automatically create a new order in the connected POS system via API (no manual entry required)
- Calculate the total price of the order using the price data from the POS
- The voice agent should then state the total price back to the customer before ending the call
- If possible, the system should also recognize whether it’s a pickup or delivery order
The goal is full automation — from phone call to order creation and total price confirmation — without any staff intervention.
Posted : 11/06/2025 11:06 pm
I'd be more than happy to take on this exciting project. Given my skills and experience, I believe I'd be able to deliver this smoothly. Let's connect on Google Meet. Here’s the link
Posted : 11/06/2025 11:22 pm
Hi, I’m Patrick
I am an expert AI Automation & AI Agents specialist — No matter how complex it is, I ALWAYS GET THINGS DONE! 100%
I build high ROI automation workflows that actually work in your business. (Spoilers: not fancy looking ones)
→ Recently, I built a full-on CRM integrated with MCP Agents all in callin.io —I have also built a ton of MVPs, from full HR services to tailored marketing automation workflows that all my clients use to get high ROIs.
Please feel free to contact me if you’d like some consultations on AI Automations or AI Agents or just full-on on blown, fast high quality MVPs!
———
A longer version of who I am:
Nice to meet you - I’m Patrick and I love automations with a passion. Every day, I learn something new in the AI Automations space. Most of my clients work with me because I have an unhealthy obsession with getting every little detail just right. Seriously, it’s a gift and a curse..
I’m proficient at no-code tools, mainly callin.io and callin.io, and I excel at integrating platforms together and creating a friendly user interface in ClickUp, Airtable, and Notion.
I specialize in helping:
Retail businesses streamline their operations (Email Automations, Lead Gen, Notion)
Coaches automate their client management (Airtable & ClickUp Dashboards)
Teams implement customer service solutions (AI Agents & AI Chatbots)
HR/Recruitment Businesses build effective CV screening systems
Note: If you need automation, but I didn’t list it above. Please do not hesitate to reach out and personally ask me. I love solving problems and exploring the best options to help you find the perfect solution.
When you work with me on Upwork, you get a high-quality AI automation system that works seamlessly, and I will write full documentation on how the system works, and will make the system fully customizable for future tweaks.
Every automation is built with precision, ensuring that it will be integrated smoothly into your existing processes.
Sincerely looking forward to building an Automation for you. I promise you won’t be disappointed.
Happy Automating,
Patrick King
Contact Info: kingpatrickdev@gmail.com
Posted : 12/06/2025 7:56 am
Hi
I have experience in building such solutions (using callin.io, callin.io, twilio). I’d be happy to take on your project. Feel free to book a free call so we can discuss the details:
Please provide the rewritten markdown content *it should be in the markdown format.
Posted : 12/06/2025 8:11 am
Hi,
This sounds like an exciting project — and right in our zone of expertise. We’ve worked on similar voice automation flows using callin.io, AI agents, and API-based order processing, so you’re in good hands.
To align the system perfectly with your needs, could you share:
Which voice AI tool or platform are you currently using (or planning to use) for the call handling and transcription?
Once we have this, we can dive deeper and start mapping your automation. Looking forward to collaborating!
Sanjay Kumar Aggarwal
Deligence Technologies
Posted : 12/06/2025 8:15 am
I’d love to help you automate your voice-based ordering system using callin.io, AI, and POS APIs. I’ve built similar workflows before parsing transcripts, extracting data, and connecting to databases so I can guide a smooth implementation. Let’s connect to discuss the next steps.
Posted : 12/06/2025 8:49 am
Hi Tony,
I have worked extensively with callin.io and your use case is very achievable.
Let me know if you want to run through specifics or look at a prototype.
You can reach out to me on my email here
Colin
Posted : 12/06/2025 11:38 am
Hi there:
My team has experience with voice AI, POS system APIs, and product databases, all integrated using callin.io. We can assist you in automating this complete workflow from start to finish.
Feel free to check my profile to book a chat or email me.
Thanks,
Jeff
Posted : 12/06/2025 2:35 pm
Hi Tony,
Your project sounds incredibly innovative and aligns well with my expertise. I specialize in building end-to-end automation systems using callin.io, and I’ve worked on similar workflows involving voice AI, natural language data extraction, API-based POS integration, and real-time order processing.
I’d love to discuss how I can help bring this system to life — from handling transcripts and extracting structured data to syncing with your POS and completing voice-based confirmations.
Let me know if we can set up a quick call or chat to explore the details. Happy to share past work examples as well.
Posted : 13/06/2025 6:40 am
Hi! I would be happy to assist you with your voice workflow.
Our team consists of experienced callin.io professionals who have built numerous intricate integrations. This project should pose no difficulty for us.
If you're interested, we'd be delighted to help. You can schedule a meeting here: 30 Min Meeting | Felipe Saucedo | Cal.com, or visit our website at www.aspirity.com.
Posted : 13/06/2025 8:09 pm
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Posted : 11/07/2025 11:07 pm